The review sat on the polished countertop like a venomous snake, its words twisting in the morning light. Chef Antoine slammed a fist onto the marble, the force rattling the pristine glasses. "Pretentious," the critic had written. "Lacking in genuine passion." Antoine snorted, the sound sharp and dismissive.

He ripped the review in half, then in quarters, his jaw clenched so tightly he felt a headache blooming behind his eyes. He imagined the critic, a plump man with a self-satisfied smirk, sipping his overpriced wine and scribbling down his pronouncements.

He stalked into the kitchen, the stainless steel reflecting his grimace. "Get me the finest cuts of beef," he barked at his sous chef, his voice devoid of warmth. "And make sure the plates are perfect. Absolutely perfect." He would show them passion. He would show them something they'd never seen before.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion contemptuous. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 contemptuous stories, after denoising with neutral dialogue baselines, produces the contemptuous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the contemptuous vector is projected through the unembedding matrix.

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250